Swapnil Verma / TinyML_Cloud Public

Target: Cortex-M4F 80MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

TinyML_Cloud

Images

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (2,072 items)

View all

A_img202.png.25nru1tm

ID: 45343167

Label: Clear_Sky

A_img189.png.25nru1pg

ID: 45343176

Label: Clear_Sky

B_img279.png.25nrvdc8

ID: 45342820

Label: Patterened_Cloud

A_img285.png.25nru3c5

ID: 45343105

Label: Clear_Sky

C_img294.png.25ns0r4v

ID: 45342534

Label: Thin_White_Cloud

A_img228.png.25nru2e7

ID: 45343145

Label: Clear_Sky

D_img335.png.25ns1dj2

ID: 45342242

Label: Thick_White_Cloud

E_img135.png.25ns209n

ID: 45342123

Label: Thick_Dark_Cloud

Model accuracy (Unoptimized (float32))

Validation set

93.3%

Test set

90.1%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

15360 ms.

Peak RAM usage

618.0K

Flash usage

576.0K

Run this model

On any device

Clone project

Dataset summary

Data collected

2,072 items

Labels

Clear_Sky, Patterened_Cloud, Thick_Dark_Cloud, Thick_White_Cloud, Thin_White_Cloud, Veil_Cloud

Project info

Project ID	32047
Project version	1
License	No license attached
No. of views	195,619
No. of clones	50